Pith Number

pith:TB4RP6SM

pith:2021:TB4RP6SMV4OODRDYRIT2234E37

not attested not anchored not stored refs pending

Model Selection's Disparate Impact in Real-World Deep Learning Applications

A. Feder Cooper, Chris De Sa, Jessica Zosa Forde, Kweku Kwegyir-Aggrey, Michael Littman

arxiv:2104.00606 v2 · 2021-04-01 · cs.LG · cs.AI · cs.CY

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TB4RP6SMV4OODRDYRIT2234E37}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

What Constitutes a Less Discriminatory Algorithm?

Receipt and verification

First computed	2026-07-05T03:12:27.313202Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

987917fa4caf1ce1c4788a27ad6f84dffbe3b9ae3ddbbd6fcea2d854352e53f0

Aliases

arxiv: 2104.00606 · arxiv_version: 2104.00606v2 · doi: 10.48550/arxiv.2104.00606 · pith_short_12: TB4RP6SMV4OO · pith_short_16: TB4RP6SMV4OODRDY · pith_short_8: TB4RP6SM

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TB4RP6SMV4OODRDYRIT2234E37 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 987917fa4caf1ce1c4788a27ad6f84dffbe3b9ae3ddbbd6fcea2d854352e53f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c394950ba38a1237c6e4b409d74a484337c72493de7234ffd607ed47a30daaeb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-04-01T16:37:01Z",
    "title_canon_sha256": "7435069743660d1a99c394d8a3667adfa277692a75d65dcd3113f5c7493ac61a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.00606",
    "kind": "arxiv",
    "version": 2
  }
}